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Wraps 'dplyr' verbs (mutate, summarise, filter) to automatically capture variable metadata (type, source columns, categories, and source code), producing a codebook and eligibility tracking table with zero manual documentation. Works with both 'sparklyr' (tbl_spark) and local data frames. Adds big-data optimizations (caching, assume-unique counting, checkpointing) and a standardized report module with an eligibility flowchart, editable codebook export (HTML, DOCX, XLSX), and cross-sectional or longitudinal variable inspection. The eligibility flowchart follows the CONSORT statement (Schulz, Altman and Moher (2010) <doi:10.1136/bmj.c332>) and the reporting of observational cohort studies follows the STROBE recommendations (von Elm and others (2007) <doi:10.1371/journal.pmed.0040296>).
| Version: | 0.1.0 |
| Imports: | dplyr (≥ 1.1.0), rlang (≥ 1.0.0), tibble, gt, grid |
| Suggests: | sparklyr, dbplyr, testthat (≥ 3.0.0), tidyplots, ggplot2, patchwork, rmarkdown, knitr, officer, flextable, openxlsx, scales, rvg, devEMF, svglite |
| Published: | 2026-06-08 |
| DOI: | 10.32614/CRAN.package.autocodebook (may not be active yet) |
| Author: | Patricia Fortes C. de Macedo [aut, cre] |
| Maintainer: | Patricia Fortes C. de Macedo <macedopatriciafortes at gmail.com> |
| BugReports: | https://github.com/patriciafortesm/autocodebook/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/patriciafortesm/autocodebook |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | autocodebook results |
| Reference manual: | autocodebook.html , autocodebook.pdf |
| Package source: | autocodebook_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: autocodebook_0.1.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): autocodebook_0.1.0.tgz, r-oldrel (arm64): autocodebook_0.1.0.tgz, r-release (x86_64): autocodebook_0.1.0.tgz, r-oldrel (x86_64): autocodebook_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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